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Custom & non-coding agent support: profiles, traces, demos, docs#33

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kargarisaac merged 1 commit into
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feat/custom-agent-friendliness
Jun 21, 2026
Merged

Custom & non-coding agent support: profiles, traces, demos, docs#33
kargarisaac merged 1 commit into
mainfrom
feat/custom-agent-friendliness

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Summary

Makes Lerim genuinely custom-agent friendly across verticals beyond coding. Adds first-class support for support, incident/security, research, and compliance workflows alongside the existing coding-agent path. All OSS-only — no enterprise features.

What changed

New bundled signal profiles (in code):

  • research — research/market-intelligence agent traces
  • compliance — compliance/legal/regulatory review traces
  • Both registered in _PROFILE_FILES; lerim profile list now shows 6 bundled profiles

4 realistic example traces (replacing the 2-line toys):

  • support-agent-run.jsonl, incident-agent-run.jsonl (expanded to 8 events each)
  • research-analyst-run.jsonl, compliance-review-run.jsonl (new)
  • Each runs through real extraction and produces multiple cited records

4 before/after demo guides with real extracted output:

  • support-ops-demo.md, incident-ops-demo.md (rewritten), research-demo.md, compliance-demo.md (new)
  • Each shows the raw trace → the actual extracted records (captured by running through extraction) → what the next agent now knows

New front-door doc: docs/guides/custom-agents.md — the path for non-coding agents from profile → clean trace → import → query.

Redaction helper: scripts/redact_trace.py — defense-in-depth secret/PII stripping (14 patterns), with a "not a compliance boundary" disclaimer.

Docs/nav/README: nav updated (3 new entries), examples/index.md extended, README "Custom & Non-Coding Agents" section with the improvement-loop diagram.

Visuals: improvement-loop diagram added (lerim-agent-improvement-loop.png); two existing SVGs updated (OpenClaw/Hermes logos → neutral Support/Research agent icons); dead symbol defs removed.

Positioning: consistent "open core captures/compiles/cites; private layer specializes" framing across all guides.

Validation

  • 6 bundled profiles load (lerim profile list)
  • All 4 traces valid JSONL + extract ≥1 record each (support 5, incident 5, research 6, compliance 4)
  • mkdocs build --strict passes
  • Redaction helper redacts 9 known pattern types
  • 0 dangling image references

…ew demo content

- Added a new section for Custom & Non-Coding Agents in the guides to support various workflows.
- Updated the README to reflect changes in the project focus and improved descriptions.
- Introduced new demo guides for Compliance, Research, and Incident Ops, showcasing realistic agent traces and their context extraction.
- Added new example traces for compliance and research workflows.
- Included visual assets to enhance documentation clarity.
@kargarisaac kargarisaac merged commit 3b1b31b into main Jun 21, 2026
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@kargarisaac kargarisaac deleted the feat/custom-agent-friendliness branch June 21, 2026 10:54
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